Coevolution Of Risk Perception, Sexual Behaviour, And Hiv Transmission In An Agent-Based Model
| dc.contributor.author | Tully, Stephen | |
| dc.contributor.author | Cojocaru, Monica | |
| dc.contributor.author | Bauch, Chris T. | |
| dc.date.accessioned | 2018-09-21T12:30:11Z | |
| dc.date.available | 2018-09-21T12:30:11Z | |
| dc.date.issued | 2013-11-21 | |
| dc.description | The final publication is available at Elsevier via http://dx.doi.org/10.1016/j.jtbi.2013.08.014 © 2013. This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/ | en |
| dc.description.abstract | Risk perception shapes individual behaviour, and is in turn shaped by the consequences of that behaviour. Here we explore this dynamics in the context of human immunodeficiency virus (HIV) spread. We construct a simplified agent-based model based on a partner selection game, where individuals are paired with others in the population, and through a decision tree, agree on unprotected sex, protected sex, or no sex. An individual's choice is conditioned on their HIV status, their perceived population-level HIV prevalence, and the preferences expressed by the individual with whom they are paired. HIV is transmitted during unprotected sex with a certain probability As expected, in model simulations, the perceived population-level HIV prevalence climbs along with actual HIV prevalence. During this time, HIV individuals increasingly switch from unprotected sex to protected sex, HIV+ individuals continue practicing unprotected sex whenever possible, and unprotected sex between HIV+ and HIV individuals eventually becomes rare. We also find that the perceived population-level HIV prevalence diverges according to HIV status: HIV individuals develop a higher perceived HIV prevalence than HIV+ individuals, although this result is sensitive to how much information is derived from global versus local sources. This research illustrates a potential mechanism by which distinct groups, as defined by their sexual behaviour, HIV status, and risk perceptions, can emerge through coevolution of HIV transmission and risk perception dynamics. | en |
| dc.description.sponsorship | CIHR Operating Grant | en |
| dc.description.sponsorship | NSERC Discovery Grant | en |
| dc.identifier.uri | http://dx.doi.org/10.1016/j.jtbi.2013.08.014 | |
| dc.identifier.uri | http://hdl.handle.net/10012/13875 | |
| dc.language.iso | en | en |
| dc.publisher | Elsevier | en |
| dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | * |
| dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
| dc.subject | Game theory | en |
| dc.subject | Behaviour-prevalence model | en |
| dc.subject | HIV transmission model | en |
| dc.subject | Agent-based model | en |
| dc.subject | Epidemiology | en |
| dc.title | Coevolution Of Risk Perception, Sexual Behaviour, And Hiv Transmission In An Agent-Based Model | en |
| dc.type | Article | en |
| dcterms.bibliographicCitation | Tully, S., Cojocaru, M., & Bauch, C. T. (2013). Coevolution of risk perception, sexual behaviour, and HIV transmission in an agent-based model. Journal of Theoretical Biology, 337, 125–132. doi:10.1016/j.jtbi.2013.08.014 | en |
| uws.contributor.affiliation1 | Faculty of Mathematics | en |
| uws.contributor.affiliation2 | Applied Mathematics | en |
| uws.peerReviewStatus | Reviewed | en |
| uws.scholarLevel | Faculty | en |
| uws.typeOfResource | Text | en |
| uws.typeOfResource | Text | en |